AI and Copilot
Information architecture is the work that decides whether Copilot succeeds
Generative AI answers are only as good as the content behind them. The preparation that determines quality happens before any licence is assigned.
New guide: assessing organisational readiness for Microsoft 365 Copilot. Read the guide
Move from AI experiments to governed, measurable Copilot and agent capability across Microsoft 365, Dynamics 365 and Power Platform.
Sales, service, field operations and customer data on a platform your teams will use, with the data quality that makes it dependable.
Apps, automation, portals and analytics delivered quickly, inside a platform model that keeps ownership and data boundaries under control.
Cloud platform, migration, integration, Microsoft Fabric analytics and the Microsoft security stack, designed as an operating model rather than a diagram.
Collaboration, content, intranet and employee experience with the information architecture and governance that keep them working.
Independent assessment, roadmapping and business-case support that turn ambition into a sequenced, fundable plan.
Solution, data, integration and security architecture with the decisions written down so the solution can be owned later.
Agile delivery, configuration, low-code development, migration and integration, released through a controlled path.
Functional, integration, acceptance, security and performance testing that produces artefacts you can review.
Stakeholder engagement, communication, training and adoption programmes measured by what people actually do.
Application support, platform administration, monitoring, incident management and a funded enhancement backlog.
Public and financial
Commercial and industrial
Who we are, how we work and how to join us.
Legal and standards
Guide ยท AI and Copilot
A structured way to assess whether an organisation is ready to deploy Microsoft 365 Copilot, covering data, permissions, licensing, governance and adoption.
This guide sets out the assessment Avanteria runs before recommending a Microsoft 365 Copilot deployment. It is organised into five domains, each with the questions that determine readiness and the remediation typically required.
Typical remediation is a scenario-scoped content audit, retirement of superseded material, ownership assignment and review scheduling. This is usually the longest activity and should start before licensing decisions.
Confirm eligible base licensing, tenant configuration and service availability for the regions involved. Licence allocation should follow the pilot scenario design, not organisational seniority. The pilot cohort should be people whose daily work matches the scenarios being tested.
Written by
Nadia leads Avanteria work on Copilot, agents and retrieval. She spends most of her time on the part of generative AI that decides whether it succeeds: the content it is grounded on, the permissions it inherits, the review points around it, and whether people still use it three months after launch.
Relevant industries
AI and Copilot
Generative AI answers are only as good as the content behind them. The preparation that determines quality happens before any licence is assigned.
AI and Copilot
Licensing is rarely the constraint. Five things stop deployments in practice, and four of them are decided before any technical work starts.
AI and Copilot
When a grounded assistant gives a wrong answer, the model is usually working correctly. Where the fault actually lies, and how to find it.